{"id":"W4379799338","doi":"10.1136/annrheumdis-2023-eular.4414","title":"POS1446 VARIATION IN SYSTEMIC DISEASE ACTIVITY MEASURED WITH ESSDAI IN A PROSPECTIVE LONGITUDINAL COHORT OF PATIENTS WITH PRIMARY SJÖGREN'S SYNDROME WITHOUT IMMUNOSUPPRESSIVE TREATMENT","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Cilag; Arthritis Society; Argenx; Dutch Arthritis Society; Union Chimique Belge; AstraZeneca; Bristol-Myers Squibb","keywords":"Medicine; Prospective cohort study; Cohort; Systemic disease; Disease; Immunology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005332746,0.0006957004,0.000561854,0.00073073,0.0007546138,0.0009585647,0.000491896,0.000755609,0.002058493],"category_scores_gemma":[0.001211633,0.0005511682,0.001019359,0.00102561,0.0003709865,0.0005707864,0.0005457526,0.001090548,0.0004290802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002188526,"about_ca_system_score_gemma":0.0002522709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00406045,"about_ca_topic_score_gemma":0.003576547,"domain_scores_codex":[0.999391,0.0001282502,0.00006407578,0.0002510322,0.00007019426,0.000095467],"domain_scores_gemma":[0.9991183,0.0001571528,0.0003332417,0.0001091511,0.00009712131,0.000185156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005066774,0.00007057003,0.9968898,0.000005692912,0.000225481,0.0003003948,0.00008413984,0.00003627427,0.001188568,0.00002268722,0.00007316619,0.0005965942],"study_design_scores_gemma":[0.00001656663,0.0001862015,0.9987698,0.0000036434,0.00008135977,0.000444401,0.0001364516,0.0001548971,0.00006623163,0.00002386971,0.0001103895,0.000006082455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993936,0.0001212006,0.00005792905,0.00002535199,0.00001557705,0.00000268464,0.000214755,0.000003001328,0.0001657836],"genre_scores_gemma":[0.9993119,0.00005337043,0.00004746217,0.00003704463,0.00001655039,0.000004626176,0.0002895354,0.000003923534,0.0002355665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00406045,"threshold_uncertainty_score":0.008073628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195046111085783,"score_gpt":0.2583730498911115,"score_spread":0.2388684387825332,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}